Dataset statistics
| Train | Test | |
|---|---|---|
| Number of variables | 7 | 7 |
| Number of observations | 536 | 264 |
| Missing cells | 0 | 0 |
| Missing cells (%) | 0.0% | 0.0% |
| Duplicate rows | 10 | 1 |
| Duplicate rows (%) | 1.9% | 0.4% |
| Total size in memory | 33.5 KiB | 16.5 KiB |
| Average record size in memory | 64.0 B | 64.0 B |
Variable types
| Train | Test | |
|---|---|---|
| Numeric | 7 | 7 |
| Train | Test | |
|---|---|---|
| Dataset has 10 (1.9%) duplicate rows | Dataset has 1 (0.4%) duplicate rows | Duplicates |
Total is highly overall correlated with HP and 5 other fields | Total is highly overall correlated with HP and 5 other fields | High Correlation |
HP is highly overall correlated with Total and 3 other fields | HP is highly overall correlated with Total and 1 other fields | High Correlation |
Attack is highly overall correlated with Total and 2 other fields | Attack is highly overall correlated with Total and 1 other fields | High Correlation |
Defense is highly overall correlated with Total and 2 other fields | Defense is highly overall correlated with Total and 1 other fields | High Correlation |
Sp. Atk is highly overall correlated with Total and 2 other fields | Sp. Atk is highly overall correlated with Total and 1 other fields | High Correlation |
Sp. Def is highly overall correlated with Total and 3 other fields | Sp. Def is highly overall correlated with Total and 2 other fields | High Correlation |
Speed is highly overall correlated with Total | Speed is highly overall correlated with Total | High Correlation |
Reproduction
| Train | Test | |
|---|---|---|
| Analysis started | 2023-11-20 19:54:27.945424 | 2023-11-20 19:54:35.222833 |
| Analysis finished | 2023-11-20 19:54:35.209981 | 2023-11-20 19:54:43.039801 |
| Duration | 7.26 seconds | 7.82 seconds |
| Software version | ydata-profiling vv4.6.1 | ydata-profiling vv4.6.1 |
| Download configuration | config.json | config.json |
Total
Real number (ℝ)
| Train | Test | |
|---|---|---|
| Distinct | 166 | 120 |
| Distinct (%) | 31.0% | 45.5% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 433.34328 | 438.67424 |
| Train | Test | |
|---|---|---|
| Minimum | 180 | 194 |
| Maximum | 780 | 780 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 8.4 KiB | 4.1 KiB |
Quantile statistics
| Train | Test | |
|---|---|---|
| Minimum | 180 | 194 |
| 5-th percentile | 248.75 | 254.05 |
| Q1 | 325 | 335 |
| median | 440 | 462 |
| Q3 | 515 | 518.5 |
| 95-th percentile | 630 | 618 |
| Maximum | 780 | 780 |
| Range | 600 | 586 |
| Interquartile range (IQR) | 190 | 183.5 |
Descriptive statistics
| Train | Test | |
|---|---|---|
| Standard deviation | 121.12103 | 117.72356 |
| Coefficient of variation (CV) | 0.27950366 | 0.26836214 |
| Kurtosis | -0.59638969 | -0.28864589 |
| Mean | 433.34328 | 438.67424 |
| Median Absolute Deviation (MAD) | 91.5 | 72 |
| Skewness | 0.16830266 | 0.12407055 |
| Sum | 232272 | 115810 |
| Variance | 14670.304 | 13858.836 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 600 | 29 | 5.4% |
| 580 | 18 | 3.4% |
| 405 | 16 | 3.0% |
| 300 | 15 | 2.8% |
| 500 | 12 | 2.2% |
| 480 | 10 | 1.9% |
| 495 | 10 | 1.9% |
| 490 | 10 | 1.9% |
| 680 | 9 | 1.7% |
| 310 | 9 | 1.7% |
| Other values (156) | 398 |
| Value | Count | Frequency (%) |
| 500 | 11 | 4.2% |
| 405 | 10 | 3.8% |
| 600 | 8 | 3.0% |
| 525 | 8 | 3.0% |
| 490 | 8 | 3.0% |
| 520 | 7 | 2.7% |
| 330 | 6 | 2.3% |
| 540 | 5 | 1.9% |
| 580 | 5 | 1.9% |
| 495 | 5 | 1.9% |
| Other values (110) | 191 |
| Value | Count | Frequency (%) |
| 180 | 1 | 0.2% |
| 190 | 1 | 0.2% |
| 195 | 3 | |
| 198 | 1 | 0.2% |
| 200 | 1 | 0.2% |
| 205 | 5 | |
| 210 | 2 | 0.4% |
| 215 | 1 | 0.2% |
| 218 | 1 | 0.2% |
| 220 | 3 |
| Value | Count | Frequency (%) |
| 194 | 1 | 0.4% |
| 200 | 2 | |
| 210 | 1 | 0.4% |
| 213 | 1 | 0.4% |
| 220 | 1 | 0.4% |
| 236 | 1 | 0.4% |
| 240 | 1 | 0.4% |
| 245 | 1 | 0.4% |
| 250 | 4 | |
| 253 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 194 | 1 | 0.2% |
| 200 | 2 | |
| 210 | 1 | 0.2% |
| 213 | 1 | 0.2% |
| 220 | 1 | 0.2% |
| 236 | 1 | 0.2% |
| 240 | 1 | 0.2% |
| 245 | 1 | 0.2% |
| 250 | 4 | |
| 253 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 180 | 1 | 0.4% |
| 190 | 1 | 0.4% |
| 195 | 3 | |
| 198 | 1 | 0.4% |
| 200 | 1 | 0.4% |
| 205 | 5 | |
| 210 | 2 | 0.8% |
| 215 | 1 | 0.4% |
| 218 | 1 | 0.4% |
| 220 | 3 |
HP
Real number (ℝ)
| Train | Test | |
|---|---|---|
| Distinct | 79 | 62 |
| Distinct (%) | 14.7% | 23.5% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 69.203358 | 69.371212 |
| Train | Test | |
|---|---|---|
| Minimum | 20 | 1 |
| Maximum | 255 | 170 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 8.4 KiB | 4.1 KiB |
Quantile statistics
| Train | Test | |
|---|---|---|
| Minimum | 20 | 1 |
| 5-th percentile | 37.5 | 35.3 |
| Q1 | 50 | 50 |
| median | 66 | 65 |
| Q3 | 80 | 80.25 |
| 95-th percentile | 108.25 | 110 |
| Maximum | 255 | 170 |
| Range | 235 | 169 |
| Interquartile range (IQR) | 30 | 30.25 |
Descriptive statistics
| Train | Test | |
|---|---|---|
| Standard deviation | 25.610849 | 25.42742 |
| Coefficient of variation (CV) | 0.37008101 | 0.36654138 |
| Kurtosis | 9.8048898 | 1.9636548 |
| Mean | 69.203358 | 69.371212 |
| Median Absolute Deviation (MAD) | 16 | 15 |
| Skewness | 1.8898684 | 0.90631143 |
| Sum | 37093 | 18314 |
| Variance | 655.91558 | 646.55369 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 43 | 8.0% |
| 50 | 40 | 7.5% |
| 70 | 38 | 7.1% |
| 80 | 31 | 5.8% |
| 45 | 30 | 5.6% |
| 75 | 28 | 5.2% |
| 55 | 27 | 5.0% |
| 40 | 25 | 4.7% |
| 65 | 25 | 4.7% |
| 90 | 21 | 3.9% |
| Other values (69) | 228 |
| Value | Count | Frequency (%) |
| 60 | 24 | 9.1% |
| 50 | 23 | 8.7% |
| 65 | 21 | 8.0% |
| 70 | 19 | 7.2% |
| 75 | 15 | 5.7% |
| 40 | 13 | 4.9% |
| 80 | 12 | 4.5% |
| 100 | 11 | 4.2% |
| 55 | 10 | 3.8% |
| 95 | 9 | 3.4% |
| Other values (52) | 107 |
| Value | Count | Frequency (%) |
| 20 | 3 | 0.6% |
| 25 | 2 | 0.4% |
| 28 | 1 | 0.2% |
| 30 | 9 | 1.7% |
| 35 | 11 | |
| 36 | 1 | 0.2% |
| 38 | 5 | 0.9% |
| 39 | 2 | 0.4% |
| 40 | 25 | |
| 41 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.4% |
| 10 | 1 | 0.4% |
| 20 | 3 | 1.1% |
| 30 | 4 | 1.5% |
| 31 | 1 | 0.4% |
| 35 | 4 | 1.5% |
| 37 | 1 | 0.4% |
| 38 | 1 | 0.4% |
| 40 | 13 | |
| 41 | 2 | 0.8% |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.2% |
| 10 | 1 | 0.2% |
| 20 | 3 | 0.6% |
| 30 | 4 | 0.7% |
| 31 | 1 | 0.2% |
| 35 | 4 | 0.7% |
| 37 | 1 | 0.2% |
| 38 | 1 | 0.2% |
| 40 | 13 | |
| 41 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 20 | 3 | 1.1% |
| 25 | 2 | 0.8% |
| 28 | 1 | 0.4% |
| 30 | 9 | 3.4% |
| 35 | 11 | |
| 36 | 1 | 0.4% |
| 38 | 5 | 1.9% |
| 39 | 2 | 0.8% |
| 40 | 25 | |
| 41 | 1 | 0.4% |
Attack
Real number (ℝ)
| Train | Test | |
|---|---|---|
| Distinct | 100 | 67 |
| Distinct (%) | 18.7% | 25.4% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 79.063433 | 78.875 |
| Train | Test | |
|---|---|---|
| Minimum | 5 | 10 |
| Maximum | 190 | 180 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 8.4 KiB | 4.1 KiB |
Quantile statistics
| Train | Test | |
|---|---|---|
| Minimum | 5 | 10 |
| 5-th percentile | 30 | 30.75 |
| Q1 | 55 | 55 |
| median | 75 | 75 |
| Q3 | 100 | 100 |
| 95-th percentile | 132.5 | 146.7 |
| Maximum | 190 | 180 |
| Range | 185 | 170 |
| Interquartile range (IQR) | 45 | 45 |
Descriptive statistics
| Train | Test | |
|---|---|---|
| Standard deviation | 32.338335 | 32.758993 |
| Coefficient of variation (CV) | 0.4090176 | 0.41532796 |
| Kurtosis | 0.25575417 | 0.027835335 |
| Mean | 79.063433 | 78.875 |
| Median Absolute Deviation (MAD) | 20 | 21 |
| Skewness | 0.52518286 | 0.6068723 |
| Sum | 42378 | 20823 |
| Variance | 1045.7679 | 1073.1516 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 80 | 25 | 4.7% |
| 100 | 24 | 4.5% |
| 50 | 23 | 4.3% |
| 85 | 23 | 4.3% |
| 75 | 21 | 3.9% |
| 70 | 21 | 3.9% |
| 60 | 21 | 3.9% |
| 90 | 20 | 3.7% |
| 65 | 20 | 3.7% |
| 55 | 20 | 3.7% |
| Other values (90) | 318 |
| Value | Count | Frequency (%) |
| 65 | 19 | 7.2% |
| 100 | 16 | 6.1% |
| 50 | 14 | 5.3% |
| 45 | 13 | 4.9% |
| 60 | 12 | 4.5% |
| 80 | 12 | 4.5% |
| 75 | 11 | 4.2% |
| 55 | 10 | 3.8% |
| 70 | 10 | 3.8% |
| 90 | 10 | 3.8% |
| Other values (57) | 137 |
| Value | Count | Frequency (%) |
| 5 | 2 | 0.4% |
| 10 | 2 | 0.4% |
| 20 | 6 | 1.1% |
| 24 | 1 | 0.2% |
| 25 | 4 | 0.7% |
| 27 | 1 | 0.2% |
| 29 | 1 | 0.2% |
| 30 | 15 | |
| 33 | 1 | 0.2% |
| 35 | 11 |
| Value | Count | Frequency (%) |
| 10 | 1 | 0.4% |
| 15 | 1 | 0.4% |
| 20 | 2 | 0.8% |
| 22 | 1 | 0.4% |
| 23 | 1 | 0.4% |
| 25 | 3 | 1.1% |
| 30 | 5 | |
| 35 | 2 | 0.8% |
| 38 | 1 | 0.4% |
| 40 | 9 |
| Value | Count | Frequency (%) |
| 10 | 1 | 0.2% |
| 15 | 1 | 0.2% |
| 20 | 2 | 0.4% |
| 22 | 1 | 0.2% |
| 23 | 1 | 0.2% |
| 25 | 3 | 0.6% |
| 30 | 5 | |
| 35 | 2 | 0.4% |
| 38 | 1 | 0.2% |
| 40 | 9 |
| Value | Count | Frequency (%) |
| 5 | 2 | 0.8% |
| 10 | 2 | 0.8% |
| 20 | 6 | 2.3% |
| 24 | 1 | 0.4% |
| 25 | 4 | 1.5% |
| 27 | 1 | 0.4% |
| 29 | 1 | 0.4% |
| 30 | 15 | |
| 33 | 1 | 0.4% |
| 35 | 11 |
Defense
Real number (ℝ)
| Train | Test | |
|---|---|---|
| Distinct | 90 | 66 |
| Distinct (%) | 16.8% | 25.0% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 73.212687 | 75.121212 |
| Train | Test | |
|---|---|---|
| Minimum | 5 | 20 |
| Maximum | 230 | 230 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 8.4 KiB | 4.1 KiB |
Quantile statistics
| Train | Test | |
|---|---|---|
| Minimum | 5 | 20 |
| 5-th percentile | 34 | 35.3 |
| Q1 | 50 | 50 |
| median | 70 | 70 |
| Q3 | 90 | 91 |
| 95-th percentile | 125 | 130 |
| Maximum | 230 | 230 |
| Range | 225 | 210 |
| Interquartile range (IQR) | 40 | 41 |
Descriptive statistics
| Train | Test | |
|---|---|---|
| Standard deviation | 31.412295 | 30.733128 |
| Coefficient of variation (CV) | 0.42905535 | 0.40911385 |
| Kurtosis | 3.0354129 | 2.1440918 |
| Mean | 73.212687 | 75.121212 |
| Median Absolute Deviation (MAD) | 20 | 20 |
| Skewness | 1.1855263 | 1.1078873 |
| Sum | 39242 | 19832 |
| Variance | 986.73225 | 944.52518 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 70 | 32 | 6.0% |
| 80 | 30 | 5.6% |
| 60 | 30 | 5.6% |
| 85 | 26 | 4.9% |
| 40 | 25 | 4.7% |
| 45 | 24 | 4.5% |
| 50 | 24 | 4.5% |
| 100 | 24 | 4.5% |
| 90 | 23 | 4.3% |
| 65 | 22 | 4.1% |
| Other values (80) | 276 |
| Value | Count | Frequency (%) |
| 50 | 25 | 9.5% |
| 70 | 22 | 8.3% |
| 60 | 16 | 6.1% |
| 65 | 14 | 5.3% |
| 90 | 12 | 4.5% |
| 55 | 11 | 4.2% |
| 40 | 11 | 4.2% |
| 75 | 9 | 3.4% |
| 100 | 9 | 3.4% |
| 80 | 9 | 3.4% |
| Other values (56) | 126 |
| Value | Count | Frequency (%) |
| 5 | 2 | 0.4% |
| 10 | 1 | 0.2% |
| 15 | 4 | 0.7% |
| 20 | 2 | 0.4% |
| 23 | 1 | 0.2% |
| 25 | 1 | 0.2% |
| 28 | 1 | 0.2% |
| 30 | 12 | |
| 32 | 2 | 0.4% |
| 34 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 20 | 2 | 0.8% |
| 25 | 1 | 0.4% |
| 30 | 2 | 0.8% |
| 33 | 1 | 0.4% |
| 34 | 1 | 0.4% |
| 35 | 7 | |
| 37 | 2 | 0.8% |
| 40 | 11 | |
| 41 | 2 | 0.8% |
| 42 | 2 | 0.8% |
| Value | Count | Frequency (%) |
| 20 | 2 | 0.4% |
| 25 | 1 | 0.2% |
| 30 | 2 | 0.4% |
| 33 | 1 | 0.2% |
| 34 | 1 | 0.2% |
| 35 | 7 | |
| 37 | 2 | 0.4% |
| 40 | 11 | |
| 41 | 2 | 0.4% |
| 42 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 5 | 2 | 0.8% |
| 10 | 1 | 0.4% |
| 15 | 4 | 1.5% |
| 20 | 2 | 0.8% |
| 23 | 1 | 0.4% |
| 25 | 1 | 0.4% |
| 28 | 1 | 0.4% |
| 30 | 12 | |
| 32 | 2 | 0.8% |
| 34 | 2 | 0.8% |
Sp. Atk
Real number (ℝ)
| Train | Test | |
|---|---|---|
| Distinct | 96 | 68 |
| Distinct (%) | 17.9% | 25.8% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 72.354478 | 73.765152 |
| Train | Test | |
|---|---|---|
| Minimum | 10 | 10 |
| Maximum | 180 | 194 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 8.4 KiB | 4.1 KiB |
Quantile statistics
| Train | Test | |
|---|---|---|
| Minimum | 10 | 10 |
| 5-th percentile | 30 | 30 |
| Q1 | 48.75 | 50 |
| median | 65 | 65 |
| Q3 | 95 | 95 |
| 95-th percentile | 130 | 135 |
| Maximum | 180 | 194 |
| Range | 170 | 184 |
| Interquartile range (IQR) | 46.25 | 45 |
Descriptive statistics
| Train | Test | |
|---|---|---|
| Standard deviation | 31.933888 | 34.310007 |
| Coefficient of variation (CV) | 0.4413533 | 0.46512488 |
| Kurtosis | 0.055811185 | 0.62078844 |
| Mean | 72.354478 | 73.765152 |
| Median Absolute Deviation (MAD) | 22 | 20 |
| Skewness | 0.65796668 | 0.87820664 |
| Sum | 38782 | 19474 |
| Variance | 1019.7732 | 1177.1766 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 36 | 6.7% |
| 40 | 34 | 6.3% |
| 65 | 28 | 5.2% |
| 50 | 25 | 4.7% |
| 35 | 24 | 4.5% |
| 55 | 22 | 4.1% |
| 95 | 20 | 3.7% |
| 70 | 20 | 3.7% |
| 45 | 17 | 3.2% |
| 105 | 16 | 3.0% |
| Other values (86) | 294 |
| Value | Count | Frequency (%) |
| 45 | 16 | 6.1% |
| 65 | 16 | 6.1% |
| 60 | 15 | 5.7% |
| 40 | 15 | 5.7% |
| 50 | 14 | 5.3% |
| 85 | 13 | 4.9% |
| 55 | 13 | 4.9% |
| 100 | 13 | 4.9% |
| 80 | 12 | 4.5% |
| 70 | 10 | 3.8% |
| Other values (58) | 127 |
| Value | Count | Frequency (%) |
| 10 | 1 | 0.2% |
| 15 | 3 | 0.6% |
| 20 | 6 | 1.1% |
| 24 | 1 | 0.2% |
| 25 | 8 | |
| 27 | 1 | 0.2% |
| 29 | 1 | 0.2% |
| 30 | 16 | |
| 31 | 1 | 0.2% |
| 32 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 10 | 2 | 0.8% |
| 15 | 1 | 0.4% |
| 20 | 2 | 0.8% |
| 23 | 1 | 0.4% |
| 24 | 1 | 0.4% |
| 25 | 3 | 1.1% |
| 27 | 1 | 0.4% |
| 30 | 8 | |
| 35 | 5 | |
| 36 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 10 | 2 | 0.4% |
| 15 | 1 | 0.2% |
| 20 | 2 | 0.4% |
| 23 | 1 | 0.2% |
| 24 | 1 | 0.2% |
| 25 | 3 | 0.6% |
| 27 | 1 | 0.2% |
| 30 | 8 | |
| 35 | 5 | |
| 36 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 10 | 1 | 0.4% |
| 15 | 3 | 1.1% |
| 20 | 6 | 2.3% |
| 24 | 1 | 0.4% |
| 25 | 8 | |
| 27 | 1 | 0.4% |
| 29 | 1 | 0.4% |
| 30 | 16 | |
| 31 | 1 | 0.4% |
| 32 | 2 | 0.8% |
Sp. Def
Real number (ℝ)
| Train | Test | |
|---|---|---|
| Distinct | 85 | 60 |
| Distinct (%) | 15.9% | 22.7% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 71.251866 | 73.223485 |
| Train | Test | |
|---|---|---|
| Minimum | 20 | 20 |
| Maximum | 230 | 160 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 8.4 KiB | 4.1 KiB |
Quantile statistics
| Train | Test | |
|---|---|---|
| Minimum | 20 | 20 |
| 5-th percentile | 30 | 35 |
| Q1 | 50 | 50 |
| median | 65.5 | 70 |
| Q3 | 89 | 90 |
| 95-th percentile | 120 | 122.55 |
| Maximum | 230 | 160 |
| Range | 210 | 140 |
| Interquartile range (IQR) | 39 | 40 |
Descriptive statistics
| Train | Test | |
|---|---|---|
| Standard deviation | 28.262951 | 26.930541 |
| Coefficient of variation (CV) | 0.39666261 | 0.36778557 |
| Kurtosis | 2.3410938 | 0.0060226655 |
| Mean | 71.251866 | 73.223485 |
| Median Absolute Deviation (MAD) | 17.5 | 20 |
| Skewness | 0.99059217 | 0.55459966 |
| Sum | 38191 | 19331 |
| Variance | 798.79439 | 725.25405 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 80 | 34 | 6.3% |
| 60 | 33 | 6.2% |
| 65 | 33 | 6.2% |
| 55 | 31 | 5.8% |
| 50 | 30 | 5.6% |
| 75 | 26 | 4.9% |
| 70 | 23 | 4.3% |
| 40 | 22 | 4.1% |
| 45 | 22 | 4.1% |
| 90 | 20 | 3.7% |
| Other values (75) | 262 |
| Value | Count | Frequency (%) |
| 50 | 20 | 7.6% |
| 80 | 18 | 6.8% |
| 70 | 17 | 6.4% |
| 90 | 16 | 6.1% |
| 55 | 16 | 6.1% |
| 75 | 14 | 5.3% |
| 45 | 13 | 4.9% |
| 85 | 12 | 4.5% |
| 65 | 11 | 4.2% |
| 95 | 10 | 3.8% |
| Other values (50) | 117 |
| Value | Count | Frequency (%) |
| 20 | 5 | 0.9% |
| 23 | 1 | 0.2% |
| 25 | 8 | |
| 30 | 14 | |
| 31 | 1 | 0.2% |
| 32 | 1 | 0.2% |
| 33 | 1 | 0.2% |
| 35 | 14 | |
| 36 | 1 | 0.2% |
| 37 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 20 | 1 | 0.4% |
| 25 | 3 | 1.1% |
| 30 | 6 | |
| 34 | 1 | 0.4% |
| 35 | 4 | |
| 37 | 2 | 0.8% |
| 39 | 1 | 0.4% |
| 40 | 8 | |
| 41 | 2 | 0.8% |
| 42 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 20 | 1 | 0.2% |
| 25 | 3 | 0.6% |
| 30 | 6 | |
| 34 | 1 | 0.2% |
| 35 | 4 | |
| 37 | 2 | 0.4% |
| 39 | 1 | 0.2% |
| 40 | 8 | |
| 41 | 2 | 0.4% |
| 42 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 20 | 5 | 1.9% |
| 23 | 1 | 0.4% |
| 25 | 8 | |
| 30 | 14 | |
| 31 | 1 | 0.4% |
| 32 | 1 | 0.4% |
| 33 | 1 | 0.4% |
| 35 | 14 | |
| 36 | 1 | 0.4% |
| 37 | 1 | 0.4% |
Speed
Real number (ℝ)
| Train | Test | |
|---|---|---|
| Distinct | 98 | 70 |
| Distinct (%) | 18.3% | 26.5% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 68.257463 | 68.318182 |
| Train | Test | |
|---|---|---|
| Minimum | 5 | 5 |
| Maximum | 160 | 180 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 8.4 KiB | 4.1 KiB |
Quantile statistics
| Train | Test | |
|---|---|---|
| Minimum | 5 | 5 |
| 5-th percentile | 25 | 25 |
| Q1 | 45 | 45 |
| median | 65 | 65 |
| Q3 | 90 | 90 |
| 95-th percentile | 115 | 110 |
| Maximum | 160 | 180 |
| Range | 155 | 175 |
| Interquartile range (IQR) | 45 | 45 |
Descriptive statistics
| Train | Test | |
|---|---|---|
| Standard deviation | 29.127065 | 28.979951 |
| Coefficient of variation (CV) | 0.42672353 | 0.42419089 |
| Kurtosis | -0.39281647 | 0.11051886 |
| Mean | 68.257463 | 68.318182 |
| Median Absolute Deviation (MAD) | 20 | 21 |
| Skewness | 0.36473903 | 0.34592384 |
| Sum | 36586 | 18036 |
| Variance | 848.38593 | 839.83754 |
| Monotonicity | Not monotonic | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 50 | 33 | 6.2% |
| 60 | 31 | 5.8% |
| 70 | 29 | 5.4% |
| 30 | 23 | 4.3% |
| 55 | 22 | 4.1% |
| 100 | 22 | 4.1% |
| 65 | 20 | 3.7% |
| 45 | 20 | 3.7% |
| 80 | 17 | 3.2% |
| 90 | 17 | 3.2% |
| Other values (88) | 302 |
| Value | Count | Frequency (%) |
| 40 | 16 | 6.1% |
| 65 | 16 | 6.1% |
| 80 | 16 | 6.1% |
| 90 | 14 | 5.3% |
| 60 | 13 | 4.9% |
| 50 | 13 | 4.9% |
| 30 | 12 | 4.5% |
| 85 | 11 | 4.2% |
| 95 | 11 | 4.2% |
| 45 | 9 | 3.4% |
| Other values (60) | 133 |
| Value | Count | Frequency (%) |
| 5 | 1 | 0.2% |
| 10 | 1 | 0.2% |
| 15 | 8 | 1.5% |
| 20 | 10 | |
| 23 | 2 | 0.4% |
| 25 | 6 | 1.1% |
| 28 | 4 | 0.7% |
| 29 | 2 | 0.4% |
| 30 | 23 | |
| 32 | 4 | 0.7% |
| Value | Count | Frequency (%) |
| 5 | 1 | 0.4% |
| 10 | 2 | 0.8% |
| 15 | 1 | 0.4% |
| 20 | 5 | |
| 22 | 1 | 0.4% |
| 23 | 2 | 0.8% |
| 24 | 1 | 0.4% |
| 25 | 4 | 1.5% |
| 29 | 1 | 0.4% |
| 30 | 12 |
| Value | Count | Frequency (%) |
| 5 | 1 | 0.2% |
| 10 | 2 | 0.4% |
| 15 | 1 | 0.2% |
| 20 | 5 | |
| 22 | 1 | 0.2% |
| 23 | 2 | 0.4% |
| 24 | 1 | 0.2% |
| 25 | 4 | 0.7% |
| 29 | 1 | 0.2% |
| 30 | 12 |
| Value | Count | Frequency (%) |
| 5 | 1 | 0.4% |
| 10 | 1 | 0.4% |
| 15 | 8 | 3.0% |
| 20 | 10 | |
| 23 | 2 | 0.8% |
| 25 | 6 | 2.3% |
| 28 | 4 | 1.5% |
| 29 | 2 | 0.8% |
| 30 | 23 | |
| 32 | 4 | 1.5% |
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
Test
Train
| Total | HP | Attack | Defense | Sp. Atk | Sp. Def | Speed | |
|---|---|---|---|---|---|---|---|
| Total | 1.000 | 0.747 | 0.719 | 0.706 | 0.727 | 0.764 | 0.590 |
| HP | 0.747 | 1.000 | 0.583 | 0.462 | 0.504 | 0.546 | 0.313 |
| Attack | 0.719 | 0.583 | 1.000 | 0.527 | 0.362 | 0.329 | 0.419 |
| Defense | 0.706 | 0.462 | 0.527 | 1.000 | 0.348 | 0.588 | 0.143 |
| Sp. Atk | 0.727 | 0.504 | 0.362 | 0.348 | 1.000 | 0.567 | 0.455 |
| Sp. Def | 0.764 | 0.546 | 0.329 | 0.588 | 0.567 | 1.000 | 0.325 |
| Speed | 0.590 | 0.313 | 0.419 | 0.143 | 0.455 | 0.325 | 1.000 |
Test
| Total | HP | Attack | Defense | Sp. Atk | Sp. Def | Speed | |
|---|---|---|---|---|---|---|---|
| Total | 1.000 | 0.642 | 0.725 | 0.626 | 0.731 | 0.736 | 0.524 |
| HP | 0.642 | 1.000 | 0.532 | 0.377 | 0.403 | 0.384 | 0.165 |
| Attack | 0.725 | 0.532 | 1.000 | 0.493 | 0.365 | 0.307 | 0.286 |
| Defense | 0.626 | 0.377 | 0.493 | 1.000 | 0.247 | 0.555 | -0.011 |
| Sp. Atk | 0.731 | 0.403 | 0.365 | 0.247 | 1.000 | 0.580 | 0.467 |
| Sp. Def | 0.736 | 0.384 | 0.307 | 0.555 | 0.580 | 1.000 | 0.310 |
| Speed | 0.524 | 0.165 | 0.286 | -0.011 | 0.467 | 0.310 | 1.000 |
Train
A simple visualization of nullity by column.
Test
A simple visualization of nullity by column.
Train
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Test
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Train
| Total | HP | Attack | Defense | Sp. Atk | Sp. Def | Speed | |
|---|---|---|---|---|---|---|---|
| 501 | 330 | 40 | 50 | 90 | 30 | 55 | 65 |
| 334 | 280 | 30 | 40 | 55 | 40 | 55 | 60 |
| 285 | 420 | 70 | 90 | 70 | 60 | 60 | 70 |
| 18 | 395 | 65 | 90 | 40 | 45 | 80 | 75 |
| 584 | 390 | 70 | 105 | 105 | 50 | 40 | 20 |
| 748 | 325 | 45 | 80 | 100 | 35 | 37 | 28 |
| 83 | 410 | 50 | 85 | 55 | 65 | 65 | 90 |
| 61 | 305 | 40 | 80 | 35 | 35 | 45 | 70 |
| 462 | 244 | 30 | 30 | 42 | 30 | 42 | 70 |
| 291 | 205 | 50 | 35 | 55 | 25 | 25 | 15 |
Test
| Total | HP | Attack | Defense | Sp. Atk | Sp. Def | Speed | |
|---|---|---|---|---|---|---|---|
| 696 | 600 | 92 | 105 | 90 | 125 | 90 | 98 |
| 667 | 485 | 75 | 75 | 75 | 125 | 95 | 40 |
| 63 | 350 | 55 | 70 | 45 | 70 | 50 | 60 |
| 533 | 520 | 50 | 65 | 107 | 105 | 107 | 86 |
| 66 | 385 | 65 | 65 | 65 | 50 | 50 | 90 |
| 621 | 488 | 65 | 90 | 115 | 45 | 115 | 58 |
| 346 | 467 | 100 | 73 | 83 | 73 | 83 | 55 |
| 490 | 485 | 50 | 92 | 108 | 92 | 108 | 35 |
| 760 | 320 | 50 | 60 | 60 | 60 | 60 | 30 |
| 456 | 495 | 60 | 52 | 168 | 47 | 138 | 30 |
Train
| Total | HP | Attack | Defense | Sp. Atk | Sp. Def | Speed | |
|---|---|---|---|---|---|---|---|
| 466 | 495 | 85 | 105 | 55 | 85 | 50 | 115 |
| 121 | 450 | 250 | 5 | 5 | 35 | 105 | 50 |
| 614 | 315 | 70 | 90 | 45 | 15 | 45 | 50 |
| 20 | 251 | 40 | 45 | 40 | 35 | 35 | 56 |
| 700 | 580 | 91 | 129 | 90 | 72 | 90 | 108 |
| 71 | 590 | 55 | 50 | 65 | 175 | 95 | 150 |
| 106 | 325 | 30 | 105 | 90 | 25 | 25 | 50 |
| 270 | 680 | 106 | 130 | 90 | 110 | 154 | 90 |
| 435 | 309 | 44 | 58 | 44 | 58 | 44 | 61 |
| 102 | 600 | 60 | 65 | 80 | 170 | 95 | 130 |
Test
| Total | HP | Attack | Defense | Sp. Atk | Sp. Def | Speed | |
|---|---|---|---|---|---|---|---|
| 593 | 405 | 85 | 105 | 85 | 40 | 50 | 40 |
| 332 | 530 | 70 | 110 | 180 | 60 | 60 | 50 |
| 24 | 253 | 30 | 56 | 35 | 25 | 35 | 72 |
| 780 | 335 | 49 | 66 | 70 | 44 | 55 | 51 |
| 351 | 500 | 170 | 90 | 45 | 90 | 45 | 60 |
| 356 | 330 | 60 | 25 | 35 | 70 | 80 | 60 |
| 51 | 285 | 35 | 70 | 55 | 45 | 55 | 25 |
| 331 | 430 | 60 | 90 | 140 | 50 | 50 | 40 |
| 733 | 213 | 45 | 22 | 60 | 27 | 30 | 29 |
| 629 | 329 | 50 | 50 | 62 | 40 | 62 | 65 |
Train
| Total | HP | Attack | Defense | Sp. Atk | Sp. Def | Speed | # duplicates | |
|---|---|---|---|---|---|---|---|---|
| 8 | 600 | 100 | 100 | 100 | 100 | 100 | 100 | 5 |
| 5 | 498 | 75 | 98 | 63 | 98 | 63 | 101 | 3 |
| 0 | 205 | 50 | 35 | 55 | 25 | 25 | 15 | 2 |
| 1 | 309 | 39 | 52 | 43 | 60 | 50 | 65 | 2 |
| 2 | 316 | 50 | 53 | 48 | 53 | 48 | 64 | 2 |
| 3 | 405 | 58 | 64 | 58 | 80 | 65 | 80 | 2 |
| 4 | 480 | 80 | 80 | 80 | 80 | 80 | 80 | 2 |
| 6 | 520 | 50 | 65 | 107 | 105 | 107 | 86 | 2 |
| 7 | 580 | 79 | 115 | 70 | 125 | 80 | 111 | 2 |
| 9 | 680 | 126 | 131 | 95 | 131 | 98 | 99 | 2 |
Test
| Total | HP | Attack | Defense | Sp. Atk | Sp. Def | Speed | # duplicates | |
|---|---|---|---|---|---|---|---|---|
| 0 | 520 | 50 | 65 | 107 | 105 | 107 | 86 | 3 |